Artificial Intelligence (AI) in Agriculture Market By Component (Solution, Services), By Technology (Machine Learning, Computer Vision, Predictive Analysis) By Application (Soil Monitoring, Livestock Health Monitoring, Intelligent Spraying, Drone Analytics, Others) : Global Opportunity Analysis and Industry Forecast, 2024-2032
The AI in agriculture market was valued at $2.3 billion in 2023 and is estimated to reach $14.6 billion by 2032, exhibiting a CAGR of 23.2% from 2024 to 2032.
The integration of AI in agriculture focuses on enhancing various aspects of farming and agricultural practices. By adopting precision farming, making decisions based on data and utilizing advanced analytics with machine learning algorithms and other AI tools, farmers gather and analyze extensive data concerning their crops, including weather conditions, soil quality, and plant development. This empowers farmers to boost crop production, minimize wastage, and improve profitability through the optimization of farming processes.
The global AI in agriculture market is witnessing notable growth due to several factors such as advancements in AI and data analytics and government support and initiatives such as funding R&D projects and partnering with tech firms to innovate agricultural field. Furthermore, dependence on advanced technology for farming solutions that optimize agricultural practices, improve productivity, and ensure food security is expected to propel the market. One of the major trends is the launch of an expert GenAI system to benefit farmers and up-level agronomists in their daily work. It has been using proprietary agronomic data to train a large language model with years of internal data, insights from thousands of trials within its vast testing network, and centuries of aggregated experience globally.
However, high cost of initial development restrains the development of the market. Nevertheless, surge in demand for precision farming solutions is expected to provide ample opportunities for the market growth during the forecast period. In November 2023, GrubMarket launched the Farm-GPT, a groundbreaking new generative AI product, designed to empower American farmers and growers with valuable data-driven insights for maximizing profits and optimizing crop selection. Farm-GPT harnesses the power of advanced AI and leverages the latest available pricing data from both the USDA and proprietary sources to assist farmers in making informed decisions about which commodities to cultivate based on market demand and revenue potential.
Segmentation Overview
The AI in agriculture market is segmented into component, technology, application, and region. Depending on the component, the market is divided into solution and services. As per technology, it is segregated into machine learning, computer vision, and predictive analysis. According to the application, it is classified into crop and soil monitoring, livestock health monitoring, intelligent spraying, drone analytics, and others. Region wise, it is analyzed across North America, Europe, Asia-Pacific, Latin America, and Middle East & Africa.
Key Findings
By component, the solution segment held the highest share in the market in 2023.
Depending on technology, the predictive analysis segment acquired the maximum share in the market in 2023.
According to the application, the drone analytics segment was the major shareholder in 2023.
Region wise, North America dominated the AI in agriculture market in 2023.
Competitive Analysis
The major players operating in the AI in agriculture market include Microsoft Corporation, IBM Corporation, Gamaya, Taranis, PrecisionHawk, Corteva, ec2ce, Prospera Technologies, Ltd., Valmont Industries, and Climate LLC. These market players have adopted different strategies and techniques, including promotions, partnerships, collaborations, mergers & acquisitions, and advertising to strengthen their foothold in the competitive market.
Key Market Segments
By Component
Solution
Services
By Technology
Machine Learning
Computer Vision
Predictive Analysis
By Application
Soil Monitoring
Livestock Health Monitoring
Intelligent Spraying
Drone Analytics
Others
By Region
North America
U.S.
Canada
Mexico
Europe
France
Germany
Italy
Spain
UK
Russia
Rest of Europe
Asia-Pacific
China
Japan
India
South Korea
Australia
Thailand
Malaysia
Indonesia
Rest of Asia-Pacific
Latin America
Argentina
Brazil
Colombia
Rest of Latin America
Middle East and Africa
South Africa
Saudi Arabia
UAE
Rest of MEA
Key Market Players
Microsoft Corporation
IBM Corporation
Gamaya
Taranis
PrecisionHawk
Corteva
ec2ce
Prospera Technologies, Ltd.
valmont industries
Climate LLC
- CHAPTER 1: INTRODUCTION
- 1.1. Report Description
- 1.2. Key Market Segments
- 1.3. Key Benefits
- 1.4. Research Methodology
- 1.4.1. Primary Research
- 1.4.2. Secondary Research
- 1.4.3. Analyst Tools and Models
- CHAPTER 2: EXECUTIVE SUMMARY
- 2.1. CXO Perspective
- CHAPTER 3: MARKET LANDSCAPE
- 3.1. Market Definition and Scope
- 3.2. Key Findings
- 3.2.1. Top Investment Pockets
- 3.2.2. Top Winning Strategies
- 3.3. Porter's Five Forces Analysis
- 3.3.1. Bargaining Power of Suppliers
- 3.3.2. Threat of New Entrants
- 3.3.3. Threat of Substitutes
- 3.3.4. Competitive Rivalry
- 3.3.5. Bargaining Power among Buyers
- 3.5. Market Dynamics
- 3.5.1. Drivers
- 3.5.2. Restraints
- 3.5.3. Opportunities
- CHAPTER 4: ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET, BY COMPONENT
- 4.1. Market Overview
- 4.1.1 Market Size and Forecast, By Component
- 4.2. Solution
- 4.2.1. Key Market Trends, Growth Factors and Opportunities
- 4.2.2. Market Size and Forecast, By Region
- 4.2.3. Market Share Analysis, By Country
- 4.3. Services
- 4.3.1. Key Market Trends, Growth Factors and Opportunities
- 4.3.2. Market Size and Forecast, By Region
- 4.3.3. Market Share Analysis, By Country
- CHAPTER 5: ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET, BY TECHNOLOGY
- 5.1. Market Overview
- 5.1.1 Market Size and Forecast, By Technology
- 5.2. Machine Learning
- 5.2.1. Key Market Trends, Growth Factors and Opportunities
- 5.2.2. Market Size and Forecast, By Region
- 5.2.3. Market Share Analysis, By Country
- 5.3. Computer Vision
- 5.3.1. Key Market Trends, Growth Factors and Opportunities
- 5.3.2. Market Size and Forecast, By Region
- 5.3.3. Market Share Analysis, By Country
- 5.4. Predictive Analysis
- 5.4.1. Key Market Trends, Growth Factors and Opportunities
- 5.4.2. Market Size and Forecast, By Region
- 5.4.3. Market Share Analysis, By Country
- CHAPTER 6: ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET, BY APPLICATION
- 6.1. Market Overview
- 6.1.1 Market Size and Forecast, By Application
- 6.2. Soil Monitoring
- 6.2.1. Key Market Trends, Growth Factors and Opportunities
- 6.2.2. Market Size and Forecast, By Region
- 6.2.3. Market Share Analysis, By Country
- 6.3. Livestock Health Monitoring
- 6.3.1. Key Market Trends, Growth Factors and Opportunities
- 6.3.2. Market Size and Forecast, By Region
- 6.3.3. Market Share Analysis, By Country
- 6.4. Intelligent Spraying
- 6.4.1. Key Market Trends, Growth Factors and Opportunities
- 6.4.2. Market Size and Forecast, By Region
- 6.4.3. Market Share Analysis, By Country
- 6.5. Drone Analytics
- 6.5.1. Key Market Trends, Growth Factors and Opportunities
- 6.5.2. Market Size and Forecast, By Region
- 6.5.3. Market Share Analysis, By Country
- 6.6. Others
- 6.6.1. Key Market Trends, Growth Factors and Opportunities
- 6.6.2. Market Size and Forecast, By Region
- 6.6.3. Market Share Analysis, By Country
- CHAPTER 7: ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET, BY REGION
- 7.1. Market Overview
- 7.1.1 Market Size and Forecast, By Region
- 7.2. North America
- 7.2.1. Key Market Trends and Opportunities
- 7.2.2. Market Size and Forecast, By Component
- 7.2.3. Market Size and Forecast, By Technology
- 7.2.4. Market Size and Forecast, By Application
- 7.2.5. Market Size and Forecast, By Country
- 7.2.6. U.S. Artificial Intelligence (AI) in Agriculture Market
- 7.2.6.1. Market Size and Forecast, By Component
- 7.2.6.2. Market Size and Forecast, By Technology
- 7.2.6.3. Market Size and Forecast, By Application
- 7.2.7. Canada Artificial Intelligence (AI) in Agriculture Market
- 7.2.7.1. Market Size and Forecast, By Component
- 7.2.7.2. Market Size and Forecast, By Technology
- 7.2.7.3. Market Size and Forecast, By Application
- 7.2.8. Mexico Artificial Intelligence (AI) in Agriculture Market
- 7.2.8.1. Market Size and Forecast, By Component
- 7.2.8.2. Market Size and Forecast, By Technology
- 7.2.8.3. Market Size and Forecast, By Application
- 7.3. Europe
- 7.3.1. Key Market Trends and Opportunities
- 7.3.2. Market Size and Forecast, By Component
- 7.3.3. Market Size and Forecast, By Technology
- 7.3.4. Market Size and Forecast, By Application
- 7.3.5. Market Size and Forecast, By Country
- 7.3.6. France Artificial Intelligence (AI) in Agriculture Market
- 7.3.6.1. Market Size and Forecast, By Component
- 7.3.6.2. Market Size and Forecast, By Technology
- 7.3.6.3. Market Size and Forecast, By Application
- 7.3.7. Germany Artificial Intelligence (AI) in Agriculture Market
- 7.3.7.1. Market Size and Forecast, By Component
- 7.3.7.2. Market Size and Forecast, By Technology
- 7.3.7.3. Market Size and Forecast, By Application
- 7.3.8. Italy Artificial Intelligence (AI) in Agriculture Market
- 7.3.8.1. Market Size and Forecast, By Component
- 7.3.8.2. Market Size and Forecast, By Technology
- 7.3.8.3. Market Size and Forecast, By Application
- 7.3.9. Spain Artificial Intelligence (AI) in Agriculture Market
- 7.3.9.1. Market Size and Forecast, By Component
- 7.3.9.2. Market Size and Forecast, By Technology
- 7.3.9.3. Market Size and Forecast, By Application
- 7.3.10. UK Artificial Intelligence (AI) in Agriculture Market
- 7.3.10.1. Market Size and Forecast, By Component
- 7.3.10.2. Market Size and Forecast, By Technology
- 7.3.10.3. Market Size and Forecast, By Application
- 7.3.11. Russia Artificial Intelligence (AI) in Agriculture Market
- 7.3.11.1. Market Size and Forecast, By Component
- 7.3.11.2. Market Size and Forecast, By Technology
- 7.3.11.3. Market Size and Forecast, By Application
- 7.3.12. Rest Of Europe Artificial Intelligence (AI) in Agriculture Market
- 7.3.12.1. Market Size and Forecast, By Component
- 7.3.12.2. Market Size and Forecast, By Technology
- 7.3.12.3. Market Size and Forecast, By Application
- 7.4. Asia-Pacific
- 7.4.1. Key Market Trends and Opportunities
- 7.4.2. Market Size and Forecast, By Component
- 7.4.3. Market Size and Forecast, By Technology
- 7.4.4. Market Size and Forecast, By Application
- 7.4.5. Market Size and Forecast, By Country
- 7.4.6. China Artificial Intelligence (AI) in Agriculture Market
- 7.4.6.1. Market Size and Forecast, By Component
- 7.4.6.2. Market Size and Forecast, By Technology
- 7.4.6.3. Market Size and Forecast, By Application
- 7.4.7. Japan Artificial Intelligence (AI) in Agriculture Market
- 7.4.7.1. Market Size and Forecast, By Component
- 7.4.7.2. Market Size and Forecast, By Technology
- 7.4.7.3. Market Size and Forecast, By Application
- 7.4.8. India Artificial Intelligence (AI) in Agriculture Market
- 7.4.8.1. Market Size and Forecast, By Component
- 7.4.8.2. Market Size and Forecast, By Technology
- 7.4.8.3. Market Size and Forecast, By Application
- 7.4.9. South Korea Artificial Intelligence (AI) in Agriculture Market
- 7.4.9.1. Market Size and Forecast, By Component
- 7.4.9.2. Market Size and Forecast, By Technology
- 7.4.9.3. Market Size and Forecast, By Application
- 7.4.10. Australia Artificial Intelligence (AI) in Agriculture Market
- 7.4.10.1. Market Size and Forecast, By Component
- 7.4.10.2. Market Size and Forecast, By Technology
- 7.4.10.3. Market Size and Forecast, By Application
- 7.4.11. Thailand Artificial Intelligence (AI) in Agriculture Market
- 7.4.11.1. Market Size and Forecast, By Component
- 7.4.11.2. Market Size and Forecast, By Technology
- 7.4.11.3. Market Size and Forecast, By Application
- 7.4.12. Malaysia Artificial Intelligence (AI) in Agriculture Market
- 7.4.12.1. Market Size and Forecast, By Component
- 7.4.12.2. Market Size and Forecast, By Technology
- 7.4.12.3. Market Size and Forecast, By Application
- 7.4.13. Indonesia Artificial Intelligence (AI) in Agriculture Market
- 7.4.13.1. Market Size and Forecast, By Component
- 7.4.13.2. Market Size and Forecast, By Technology
- 7.4.13.3. Market Size and Forecast, By Application
- 7.4.14. Rest of Asia-Pacific Artificial Intelligence (AI) in Agriculture Market
- 7.4.14.1. Market Size and Forecast, By Component
- 7.4.14.2. Market Size and Forecast, By Technology
- 7.4.14.3. Market Size and Forecast, By Application
- 7.5. Latin America
- 7.5.1. Key Market Trends and Opportunities
- 7.5.2. Market Size and Forecast, By Component
- 7.5.3. Market Size and Forecast, By Technology
- 7.5.4. Market Size and Forecast, By Application
- 7.5.5. Market Size and Forecast, By Country
- 7.5.6. Argentina Artificial Intelligence (AI) in Agriculture Market
- 7.5.6.1. Market Size and Forecast, By Component
- 7.5.6.2. Market Size and Forecast, By Technology
- 7.5.6.3. Market Size and Forecast, By Application
- 7.5.7. Brazil Artificial Intelligence (AI) in Agriculture Market
- 7.5.7.1. Market Size and Forecast, By Component
- 7.5.7.2. Market Size and Forecast, By Technology
- 7.5.7.3. Market Size and Forecast, By Application
- 7.5.8. Colombia Artificial Intelligence (AI) in Agriculture Market
- 7.5.8.1. Market Size and Forecast, By Component
- 7.5.8.2. Market Size and Forecast, By Technology
- 7.5.8.3. Market Size and Forecast, By Application
- 7.5.9. REST oF Latin America Artificial Intelligence (AI) in Agriculture Market
- 7.5.9.1. Market Size and Forecast, By Component
- 7.5.9.2. Market Size and Forecast, By Technology
- 7.5.9.3. Market Size and Forecast, By Application
- 7.6. Middle East And Africa
- 7.6.1. Key Market Trends and Opportunities
- 7.6.2. Market Size and Forecast, By Component
- 7.6.3. Market Size and Forecast, By Technology
- 7.6.4. Market Size and Forecast, By Application
- 7.6.5. Market Size and Forecast, By Country
- 7.6.6. South Africa Artificial Intelligence (AI) in Agriculture Market
- 7.6.6.1. Market Size and Forecast, By Component
- 7.6.6.2. Market Size and Forecast, By Technology
- 7.6.6.3. Market Size and Forecast, By Application
- 7.6.7. Saudi Arabia Artificial Intelligence (AI) in Agriculture Market
- 7.6.7.1. Market Size and Forecast, By Component
- 7.6.7.2. Market Size and Forecast, By Technology
- 7.6.7.3. Market Size and Forecast, By Application
- 7.6.8. UAE Artificial Intelligence (AI) in Agriculture Market
- 7.6.8.1. Market Size and Forecast, By Component
- 7.6.8.2. Market Size and Forecast, By Technology
- 7.6.8.3. Market Size and Forecast, By Application
- 7.6.9. Rest Of Mea Artificial Intelligence (AI) in Agriculture Market
- 7.6.9.1. Market Size and Forecast, By Component
- 7.6.9.2. Market Size and Forecast, By Technology
- 7.6.9.3. Market Size and Forecast, By Application
- CHAPTER 8: COMPETITIVE LANDSCAPE
- 8.1. Introduction
- 8.2. Top Winning Strategies
- 8.3. Product Mapping Of Top 10 Player
- 8.4. Competitive Dashboard
- 8.5. Competitive Heatmap
- 8.6. Top Player Positioning, 2023
- CHAPTER 9: COMPANY PROFILES
- 9.1. Microsoft Corporation
- 9.1.1. Company Overview
- 9.1.2. Key Executives
- 9.1.3. Company Snapshot
- 9.1.4. Operating Business Segments
- 9.1.5. Product Portfolio
- 9.1.6. Business Performance
- 9.1.7. Key Strategic Moves and Developments
- 9.2. IBM Corporation
- 9.2.1. Company Overview
- 9.2.2. Key Executives
- 9.2.3. Company Snapshot
- 9.2.4. Operating Business Segments
- 9.2.5. Product Portfolio
- 9.2.6. Business Performance
- 9.2.7. Key Strategic Moves and Developments
- 9.3. Gamaya
- 9.3.1. Company Overview
- 9.3.2. Key Executives
- 9.3.3. Company Snapshot
- 9.3.4. Operating Business Segments
- 9.3.5. Product Portfolio
- 9.3.6. Business Performance
- 9.3.7. Key Strategic Moves and Developments
- 9.4. Taranis
- 9.4.1. Company Overview
- 9.4.2. Key Executives
- 9.4.3. Company Snapshot
- 9.4.4. Operating Business Segments
- 9.4.5. Product Portfolio
- 9.4.6. Business Performance
- 9.4.7. Key Strategic Moves and Developments
- 9.5. PrecisionHawk
- 9.5.1. Company Overview
- 9.5.2. Key Executives
- 9.5.3. Company Snapshot
- 9.5.4. Operating Business Segments
- 9.5.5. Product Portfolio
- 9.5.6. Business Performance
- 9.5.7. Key Strategic Moves and Developments
- 9.6. Corteva
- 9.6.1. Company Overview
- 9.6.2. Key Executives
- 9.6.3. Company Snapshot
- 9.6.4. Operating Business Segments
- 9.6.5. Product Portfolio
- 9.6.6. Business Performance
- 9.6.7. Key Strategic Moves and Developments
- 9.7. Ec2ce
- 9.7.1. Company Overview
- 9.7.2. Key Executives
- 9.7.3. Company Snapshot
- 9.7.4. Operating Business Segments
- 9.7.5. Product Portfolio
- 9.7.6. Business Performance
- 9.7.7. Key Strategic Moves and Developments
- 9.8. Prospera Technologies, Ltd.
- 9.8.1. Company Overview
- 9.8.2. Key Executives
- 9.8.3. Company Snapshot
- 9.8.4. Operating Business Segments
- 9.8.5. Product Portfolio
- 9.8.6. Business Performance
- 9.8.7. Key Strategic Moves and Developments
- 9.9. Valmont Industries
- 9.9.1. Company Overview
- 9.9.2. Key Executives
- 9.9.3. Company Snapshot
- 9.9.4. Operating Business Segments
- 9.9.5. Product Portfolio
- 9.9.6. Business Performance
- 9.9.7. Key Strategic Moves and Developments
- 9.10. Climate LLC
- 9.10.1. Company Overview
- 9.10.2. Key Executives
- 9.10.3. Company Snapshot
- 9.10.4. Operating Business Segments
- 9.10.5. Product Portfolio
- 9.10.6. Business Performance
- 9.10.7. Key Strategic Moves and Developments
- TABLE 1. GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 2. ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET FOR SOLUTION, BY REGION, 2024 - 2032 ($MILLION)
- TABLE 3. ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET FOR SERVICES, BY REGION, 2024 - 2032 ($MILLION)
- TABLE 4. GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 5. ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET FOR MACHINE LEARNING, BY REGION, 2024 - 2032 ($MILLION)
- TABLE 6. ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET FOR COMPUTER VISION, BY REGION, 2024 - 2032 ($MILLION)
- TABLE 7. ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET FOR PREDICTIVE ANALYSIS, BY REGION, 2024 - 2032 ($MILLION)
- TABLE 8. GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 9. ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET FOR SOIL MONITORING, BY REGION, 2024 - 2032 ($MILLION)
- TABLE 10. ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET FOR LIVESTOCK HEALTH MONITORING, BY REGION, 2024 - 2032 ($MILLION)
- TABLE 11. ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET FOR INTELLIGENT SPRAYING, BY REGION, 2024 - 2032 ($MILLION)
- TABLE 12. ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET FOR DRONE ANALYTICS, BY REGION, 2024 - 2032 ($MILLION)
- TABLE 13. ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET FOR OTHERS, BY REGION, 2024 - 2032 ($MILLION)
- TABLE 14. ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET, BY REGION, 2024 - 2032 ($MILLION)
- TABLE 15. NORTH AMERICA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COUNTRY, 2024 - 2032 ($MILLION)
- TABLE 16. NORTH AMERICA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 17. NORTH AMERICA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 18. NORTH AMERICA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 19. U.S. ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 20. U.S. ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 21. U.S. ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 22. CANADA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 23. CANADA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 24. CANADA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 25. MEXICO ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 26. MEXICO ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 27. MEXICO ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 28. EUROPE ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COUNTRY, 2024 - 2032 ($MILLION)
- TABLE 29. EUROPE ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 30. EUROPE ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 31. EUROPE ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 32. FRANCE ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 33. FRANCE ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 34. FRANCE ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 35. GERMANY ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 36. GERMANY ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 37. GERMANY ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 38. ITALY ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 39. ITALY ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 40. ITALY ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 41. SPAIN ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 42. SPAIN ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 43. SPAIN ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 44. UK ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 45. UK ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 46. UK ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 47. RUSSIA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 48. RUSSIA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 49. RUSSIA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 50. REST OF EUROPE ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 51. REST OF EUROPE ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 52. REST OF EUROPE ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 53. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COUNTRY, 2024 - 2032 ($MILLION)
- TABLE 54. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 55. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 56. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 57. CHINA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 58. CHINA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 59. CHINA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 60. JAPAN ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 61. JAPAN ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 62. JAPAN ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 63. INDIA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 64. INDIA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 65. INDIA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 66. SOUTH KOREA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 67. SOUTH KOREA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 68. SOUTH KOREA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 69. AUSTRALIA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 70. AUSTRALIA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 71. AUSTRALIA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 72. THAILAND ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 73. THAILAND ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 74. THAILAND ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 75. MALAYSIA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 76. MALAYSIA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 77. MALAYSIA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 78. INDONESIA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 79. INDONESIA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 80. INDONESIA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 81. REST OF ASIA-PACIFIC ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 82. REST OF ASIA-PACIFIC ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 83. REST OF ASIA-PACIFIC ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 84. LATIN AMERICA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COUNTRY, 2024 - 2032 ($MILLION)
- TABLE 85. LATIN AMERICA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 86. LATIN AMERICA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 87. LATIN AMERICA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 88. ARGENTINA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 89. ARGENTINA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 90. ARGENTINA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 91. BRAZIL ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 92. BRAZIL ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 93. BRAZIL ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 94. COLOMBIA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 95. COLOMBIA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 96. COLOMBIA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 97. REST OF LATIN AMERICA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 98. REST OF LATIN AMERICA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 99. REST OF LATIN AMERICA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 100. MIDDLE EAST AND AFRICA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COUNTRY, 2024 - 2032 ($MILLION)
- TABLE 101. MIDDLE EAST AND AFRICA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 102. MIDDLE EAST AND AFRICA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 103. MIDDLE EAST AND AFRICA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 104. SOUTH AFRICA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 105. SOUTH AFRICA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 106. SOUTH AFRICA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 107. SAUDI ARABIA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 108. SAUDI ARABIA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 109. SAUDI ARABIA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 110. UAE ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 111. UAE ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 112. UAE ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 113. REST OF MEA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY COMPONENT, 2024 - 2032 ($MILLION)
- TABLE 114. REST OF MEA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY TECHNOLOGY, 2024 - 2032 ($MILLION)
- TABLE 115. REST OF MEA ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE, BY APPLICATION, 2024 - 2032 ($MILLION)
- TABLE 116. MICROSOFT CORPORATION: KEY EXECUTIVES
- TABLE 117. MICROSOFT CORPORATION: COMPANY SNAPSHOT
- TABLE 118. MICROSOFT CORPORATION: OPERATING SEGMENTS
- TABLE 119. MICROSOFT CORPORATION: PRODUCT PORTFOLIO
- TABLE 120. MICROSOFT CORPORATION: KEY STRATEGIC MOVES AND DEVELOPMENTS
- TABLE 121. IBM CORPORATION: KEY EXECUTIVES
- TABLE 122. IBM CORPORATION: COMPANY SNAPSHOT
- TABLE 123. IBM CORPORATION: OPERATING SEGMENTS
- TABLE 124. IBM CORPORATION: PRODUCT PORTFOLIO
- TABLE 125. IBM CORPORATION: KEY STRATEGIC MOVES AND DEVELOPMENTS
- TABLE 126. GAMAYA: KEY EXECUTIVES
- TABLE 127. GAMAYA: COMPANY SNAPSHOT
- TABLE 128. GAMAYA: OPERATING SEGMENTS
- TABLE 129. GAMAYA: PRODUCT PORTFOLIO
- TABLE 130. GAMAYA: KEY STRATEGIC MOVES AND DEVELOPMENTS
- TABLE 131. TARANIS: KEY EXECUTIVES
- TABLE 132. TARANIS: COMPANY SNAPSHOT
- TABLE 133. TARANIS: OPERATING SEGMENTS
- TABLE 134. TARANIS: PRODUCT PORTFOLIO
- TABLE 135. TARANIS: KEY STRATEGIC MOVES AND DEVELOPMENTS
- TABLE 136. PRECISIONHAWK: KEY EXECUTIVES
- TABLE 137. PRECISIONHAWK: COMPANY SNAPSHOT
- TABLE 138. PRECISIONHAWK: OPERATING SEGMENTS
- TABLE 139. PRECISIONHAWK: PRODUCT PORTFOLIO
- TABLE 140. PRECISIONHAWK: KEY STRATEGIC MOVES AND DEVELOPMENTS
- TABLE 141. CORTEVA: KEY EXECUTIVES
- TABLE 142. CORTEVA: COMPANY SNAPSHOT
- TABLE 143. CORTEVA: OPERATING SEGMENTS
- TABLE 144. CORTEVA: PRODUCT PORTFOLIO
- TABLE 145. CORTEVA: KEY STRATEGIC MOVES AND DEVELOPMENTS
- TABLE 146. EC2CE: KEY EXECUTIVES
- TABLE 147. EC2CE: COMPANY SNAPSHOT
- TABLE 148. EC2CE: OPERATING SEGMENTS
- TABLE 149. EC2CE: PRODUCT PORTFOLIO
- TABLE 150. EC2CE: KEY STRATEGIC MOVES AND DEVELOPMENTS
- TABLE 151. PROSPERA TECHNOLOGIES, LTD.: KEY EXECUTIVES
- TABLE 152. PROSPERA TECHNOLOGIES, LTD.: COMPANY SNAPSHOT
- TABLE 153. PROSPERA TECHNOLOGIES, LTD.: OPERATING SEGMENTS
- TABLE 154. PROSPERA TECHNOLOGIES, LTD.: PRODUCT PORTFOLIO
- TABLE 155. PROSPERA TECHNOLOGIES, LTD.: KEY STRATEGIC MOVES AND DEVELOPMENTS
- TABLE 156. VALMONT INDUSTRIES: KEY EXECUTIVES
- TABLE 157. VALMONT INDUSTRIES: COMPANY SNAPSHOT
- TABLE 158. VALMONT INDUSTRIES: OPERATING SEGMENTS
- TABLE 159. VALMONT INDUSTRIES: PRODUCT PORTFOLIO
- TABLE 160. VALMONT INDUSTRIES: KEY STRATEGIC MOVES AND DEVELOPMENTS
- TABLE 161. CLIMATE LLC: KEY EXECUTIVES
- TABLE 162. CLIMATE LLC: COMPANY SNAPSHOT
- TABLE 163. CLIMATE LLC: OPERATING SEGMENTS
- TABLE 164. CLIMATE LLC: PRODUCT PORTFOLIO
- TABLE 165. CLIMATE LLC: KEY STRATEGIC MOVES AND DEVELOPMENTS
- FIGURE 1. GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET SEGMENTATION
- FIGURE 2. GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET
- FIGURE 3. SEGMENTATION ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET
- FIGURE 4. TOP INVESTMENT POCKET IN ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET
- FIGURE 5. MODERATE BARGAINING POWER OF BUYERS
- FIGURE 6. MODERATE BARGAINING POWER OF SUPPLIERS
- FIGURE 7. MODERATE THREAT OF NEW ENTRANTS
- FIGURE 8. LOW THREAT OF SUBSTITUTION
- FIGURE 9. HIGH COMPETITIVE RIVALRY
- FIGURE 10. OPPORTUNITIES, RESTRAINTS AND DRIVERS: GLOBALARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET
- FIGURE 11. GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET SEGMENTATION, BY COMPONENT
- FIGURE 12. ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET FOR SOLUTION, BY COUNTRY, 2024 - 2032 ($MILLION)
- FIGURE 13. ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET FOR SERVICES, BY COUNTRY, 2024 - 2032 ($MILLION)
- FIGURE 14. GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET SEGMENTATION, BY TECHNOLOGY
- FIGURE 15. ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET FOR MACHINE LEARNING, BY COUNTRY, 2024 - 2032 ($MILLION)
- FIGURE 16. ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET FOR COMPUTER VISION, BY COUNTRY, 2024 - 2032 ($MILLION)
- FIGURE 17. ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET FOR PREDICTIVE ANALYSIS, BY COUNTRY, 2024 - 2032 ($MILLION)
- FIGURE 18. GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET SEGMENTATION, BY APPLICATION
- FIGURE 19. ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET FOR SOIL MONITORING, BY COUNTRY, 2024 - 2032 ($MILLION)
- FIGURE 20. ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET FOR LIVESTOCK HEALTH MONITORING, BY COUNTRY, 2024 - 2032 ($MILLION)
- FIGURE 21. ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET FOR INTELLIGENT SPRAYING, BY COUNTRY, 2024 - 2032 ($MILLION)
- FIGURE 22. ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET FOR DRONE ANALYTICS, BY COUNTRY, 2024 - 2032 ($MILLION)
- FIGURE 23. ARTIFICIAL INTELLIGENCE (AI) IN AGRICULTURE MARKET FOR OT
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